Fabien NAVARRO

Fabien NAVARRO

Enseignant-chercheur en statistique

ENSAI - Campus de Ker-Lann
Rue Blaise Pascal - BP 37203
35712 BRUZ cedex
FRANCE

Tél. : +33 (0)2 99 05 32 41
Fax : +33 (0)2 99 05 32 05
  • ENSEIGNEMENTS
  • PUBLICATIONS
2016-2017 ENSAI
  • CM+TP MSc Big data, Penalized Regression
  • CM+TP 3ème année GS, Python
  • CM+TP 3ème année GS et SV, Modélisation non-linéaire
  • TP 1ère année, Statistiques avec R
2015-2016 ENSAI
  • CM+TP 3ème année GS et SV, Modélisation non-linéaire
  • TD+TP 2ème année, Statistique computationnelle
  • TP 1ère année, Statistiques avec R
  • TD 1ère année, Algèbre
2014-2015 Université de Concordia (Fall and Winter)
  • CM Undergraduate, Fundamental Mathematics II (MATH209) 
  • Ch3 Ch4 Ch5 Ch6
2013-2014 Université de Nantes
  • CM+TD L1 MIPC - Polytech Nantes, Mathématiques
  • TD L2 Physique, Probabilité pour la Physique
  • TD L3 Maths-Eco, Inférence statistique
  • TD+TP L2 Maths, Probabilités discrètes
2012-2013 Université de Caen
  • TD+TP L3 MASS-Maths, Optimisation
  • TD L2 SEG, Mathématiques pour économistes
  • TD L1 Biologie, Mathématiques
2011-2012 Université de Caen
  • TP M1 Ingénierie Mathématiques et Mécanique, Optimisation
  • TD+TP L3 MASS-Maths, Optimisation
  • TP L2 MASS, Optimisation

Journal Articles

  • F. Navarro and A. Saumard.
    Slope heuristics and V-Fold model selection in heteroscedastic regression using strongly localized bases
    ESAIM: Probability and Statistics
    , to be pusblished, 2017. [arXiv][code]
  • C. Chesneau and F. Navarro.
    On the pointwise mean squared error of a multidimensional term-by-term thresholding wavelet estimator
    Communications in Statistics - Theory and Methods, Vol.46(11), 2017. [Hal][doi]
  • C. Chesneau, F. Navarro and O.S. Serea.
    A note on the adaptive estimation of the differential entropy by wavelet methods
    Comment.Math.Univ.Carolin., Vol. 58(1), 2017. [Hal]
  • Y. P. Chaubey, C. Chesneau and F. Navarro.
    Linear wavelet estimation of the derivatives of a regression function based on biased data
    Communications in Statistics - Theory and Methods, to be pusblished, 2017. [Hal][doi]
  • I. Bulla, C. Chesneau, F. Navarro and T. Mark.
    A note on the adaptive estimation of a bi-dimensional density in the case of knowledge of the copula density
    Statistics and Probability Letters, Vol. 105, 2015. [Hal][doi]
  • F. Navarro, C. Chesneau and J. Fadili.
    On adaptive wavelet estimation of a class of weighted densities
    Communications in Statistics - Simulation and Computation, Vol. 44(8), 2015. [Hal][doi]
  • C. Chesneau, M. Kachour and F. Navarro.
    Average Derivative Estimation from Biased Data
    ISRN Probability and Statistics,Vol. 2014, Article ID 864530, 7 pages, 2014. [doi]
  • C. Chesneau and F. Navarro.
    On a plug-in wavelet estimator for convolutions of densities
    Journal of Statistical Theory and Practice, Vol. 8(4), 2014. [Hal][doi]
  • C. Chesneau, M. Kachour and F. Navarro.
    On the estimation of density-weighted average derivative by wavelet methods under various dependence structures
    Sankhya, Vol 76(1), pp 48–76, 2014. [Hal][doi]
  • C. Chesneau, F. Comte and F. Navarro.
    Fast nonparametric estimation for convolutions of densities
    The Canadian Journal of Statistics,Vol. 41(4), pp. 617–636, 2013. [Hal][doi]
  • C. Chesneau, M. Kachour and F. Navarro.
    A note on the adaptive estimation of a quadratic functional from dependent observations
    İSTATİSTİK, Vol. 6(1), pp. 10–26, 2013. [Hal][doi]
  • F. Navarro, C. Chesneau, J. Fadili and T. Sassi.
    Block thresholding for wavelet-based estimation of function derivatives from a heteroscedastic multichannel convolution model
    Electronic Journal of Statistics, Vol. 7, pp. 428–453, 2013. [Hal][doi]

Proceedings of international conferences

  • F. Navarro, J. Fadili and C. Chesneau.
    Adaptive parameter selection for block wavelet-thresholding deconvolution
    11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013. [Hal][doi]

Ph.D.

  • Estimateurs adaptatifs avec parcimonie structurée, 2013. [Hal]